Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | boyce_cont | roc_auc | tss_max |
|---|---|---|---|---|
| rf | 0.9474912 | 0.9854173 | 0.9932064 | 0.9281499 |
| bt | 0.7526254 | 0.9258524 | 0.7979910 | 0.4415470 |
| maxnet | 0.6079347 | 0.8639539 | 0.7589099 | 0.4325482 |
| gam | NA | NA | NA | 0.4152374 |
| glm | NA | NA | NA | 0.3975340 |
Variable Importance